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City Cambridge / / Company Neural Information Processing Systems / MIT Press / E. Powley / / Country Australia / / / Event Environmental Issue / / Facility University of British Columbia / University of Sydney Sydney / University of Alberta / / IndustryTerm deeper search strategies / real-time online / analytical solution / nonmyopic planning solutions / large-scale outdoor monitoring applications / near-optimal solutions / exploitation solution / possible online solutions / Non-myopic solutions / ONLINE POMDPs / intermediate solutions / multi-step lookahead decision making algorithms / search tree / non-myopic decision making solution / real-world robotics applications / online decision making / online setting / search algorithm / tedious search / action selection search / / Organization Royal Statistical Society / AI / MIT / BO POMDP / University of Sydney Sydney / SBO MCTS / SBO POMDP / University of Alberta / University of British Columbia / Computational Intelligence / / Person Carlo Tree / Roman Marchant / E. Brochu / V / Fabio Ramos / C HILD / Ni / Sydney Sydney / Scott Sanner / / / Position vp / expected cumulative discounted reward rt / rt / / ProvinceOrState Alberta / British Columbia / / PublishedMedium Journal of the Royal Statistical Society / Machine Learning / Journal of Machine Learning Research / Journal of Artificial Intelligence Research / / Technology alpha / Online Planning Algorithms / artificial intelligence / search algorithm / MCTS algorithm / GPS / UCT algorithm / multi-step lookahead decision making algorithms / BO algorithm / machine learning / simulation / / SocialTag 
Sequential Bayesian Optimisation for Spatial-Temporal Monitoring Roman Marchant NICTA & University of Sydney Sydney, Australia [removed]